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[BREAKING] Python: Add InvokeFunctionTool action for declarative workflows (#3716)

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* add(declarative): Declarative workflow InvokeFunctionTool feature

* Cleanup

* Address PR feedback

* Remove InvokeTool kind, consolidate to InvokeFunctionTool

* Fix sample locations

* pin azure-ai-projects to 2.0.0b3 due to breaking changes
This commit is contained in:
Evan Mattson
2026-02-25 07:54:35 +09:00
committed by GitHub
Unverified
parent f77f40b987
commit 40d2fac29c
23 changed files with 5089 additions and 682 deletions
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python/packages/core/agent_framework/_tools.py
+4 -12
View File
@@ -2164,15 +2164,11 @@ class FunctionInvocationLayer(Generic[OptionsCoT]):
# Error threshold reached: force a final non-tool turn so
# function_call_output items are submitted before exit.
mutable_options["tool_choice"] = "none"
elif (
max_function_calls is not None
and total_function_calls >= max_function_calls
):
elif max_function_calls is not None and total_function_calls >= max_function_calls:
# Best-effort limit: checked after each batch of parallel calls completes,
# so the current batch always runs to completion even if it overshoots.
logger.info(
"Maximum function calls reached (%d/%d). "
"Stopping further function calls for this request.",
"Maximum function calls reached (%d/%d). Stopping further function calls for this request.",
total_function_calls,
max_function_calls,
)
@@ -2302,15 +2298,11 @@ class FunctionInvocationLayer(Generic[OptionsCoT]):
mutable_options["tool_choice"] = "none"
elif result["action"] != "continue":
return
elif (
max_function_calls is not None
and total_function_calls >= max_function_calls
):
elif max_function_calls is not None and total_function_calls >= max_function_calls:
# Best-effort limit: checked after each batch of parallel calls completes,
# so the current batch always runs to completion even if it overshoots.
logger.info(
"Maximum function calls reached (%d/%d). "
"Stopping further function calls for this request.",
"Maximum function calls reached (%d/%d). Stopping further function calls for this request.",
total_function_calls,
max_function_calls,
)
python/packages/core/pyproject.toml
+2 -1
View File
@@ -34,7 +34,8 @@ dependencies = [
# connectors and functions
"openai>=1.99.0",
"azure-identity>=1,<2",
"azure-ai-projects >= 2.0.0b3",
# Pinned to 2.0.0b3 - breaking changes in 2.0.0b4, unpin once upgrades complete
"azure-ai-projects == 2.0.0b3",
"mcp[ws]>=1.24.0,<2",
"packaging>=24.1",
]